Fold 0 - Understanding why coefficient 138042 was selected
Tag: CALENDULA
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 138042 | 1.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 191031891 | 1.000000 | 4.82.7.2.4 | 4.2.7.82.4 (4*83^4 + 2*83^3 + 7*83^2 + 82*83 + 4) | No |
These are the training products that have the "CALENDULA" tag (processing sequence 4963). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19714 | Schisandra Extract | 191031891 | BERRY | 190893849 | SIMPLE EXTRACTS | ||
| 27063 | 6 x Goats Milk Soap Sensitive Skin Variety Pack | 138042 | none | 0 | none |